分布式调度框架。
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# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements. See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership. The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License. You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing,
# software distributed under the License is distributed on an
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
# KIND, either express or implied. See the License for the
# specific language governing permissions and limitations
# under the License.
"""Test Task Dvc."""
from unittest.mock import patch
from pydolphinscheduler.constants import TaskType
from pydolphinscheduler.tasks.dvc import DVCDownload, DVCInit, DvcTaskType, DVCUpload
repository = "git@github.com:<YOUR-NAME-OR-ORG>/dvc-data-repository-example.git"
def test_dvc_init_get_define():
"""Test task dvc init function get_define."""
name = "test_dvc_init"
dvc_store_url = "~/dvc_data"
code = 123
version = 1
expect = {
"code": code,
"name": name,
"version": 1,
"description": None,
"delayTime": 0,
"taskType": TaskType.DVC,
"taskParams": {
"resourceList": [],
"localParams": [],
"dvcTaskType": DvcTaskType.INIT,
"dvcRepository": repository,
"dvcStoreUrl": dvc_store_url,
"dependence": {},
"conditionResult": {"successNode": [""], "failedNode": [""]},
"waitStartTimeout": {},
},
"flag": "YES",
"taskPriority": "MEDIUM",
"workerGroup": "default",
"environmentCode": None,
"failRetryTimes": 0,
"failRetryInterval": 1,
"timeoutFlag": "CLOSE",
"timeoutNotifyStrategy": None,
"timeout": 0,
}
with patch(
"pydolphinscheduler.core.task.Task.gen_code_and_version",
return_value=(code, version),
):
dvc_init = DVCInit(name, repository, dvc_store_url)
assert dvc_init.get_define() == expect
def test_dvc_upload_get_define():
"""Test task dvc upload function get_define."""
name = "test_dvc_upload"
data_path_in_dvc_repository = "iris"
data_path_in_worker = "~/source/iris"
version = "v1"
message = "upload iris data v1"
code = 123
version = 1
expect = {
"code": code,
"name": name,
"version": 1,
"description": None,
"delayTime": 0,
"taskType": TaskType.DVC,
"taskParams": {
"resourceList": [],
"localParams": [],
"dvcTaskType": DvcTaskType.UPLOAD,
"dvcRepository": repository,
"dvcDataLocation": data_path_in_dvc_repository,
"dvcLoadSaveDataPath": data_path_in_worker,
"dvcVersion": version,
"dvcMessage": message,
"dependence": {},
"conditionResult": {"successNode": [""], "failedNode": [""]},
"waitStartTimeout": {},
},
"flag": "YES",
"taskPriority": "MEDIUM",
"workerGroup": "default",
"environmentCode": None,
"failRetryTimes": 0,
"failRetryInterval": 1,
"timeoutFlag": "CLOSE",
"timeoutNotifyStrategy": None,
"timeout": 0,
}
with patch(
"pydolphinscheduler.core.task.Task.gen_code_and_version",
return_value=(code, version),
):
dvc_upload = DVCUpload(
name,
repository=repository,
data_path_in_dvc_repository=data_path_in_dvc_repository,
data_path_in_worker=data_path_in_worker,
version=version,
message=message,
)
assert dvc_upload.get_define() == expect
def test_dvc_download_get_define():
"""Test task dvc download function get_define."""
name = "test_dvc_upload"
data_path_in_dvc_repository = "iris"
data_path_in_worker = "~/target/iris"
version = "v1"
code = 123
version = 1
expect = {
"code": code,
"name": name,
"version": 1,
"description": None,
"delayTime": 0,
"taskType": TaskType.DVC,
"taskParams": {
"resourceList": [],
"localParams": [],
"dvcTaskType": DvcTaskType.DOWNLOAD,
"dvcRepository": repository,
"dvcDataLocation": data_path_in_dvc_repository,
"dvcLoadSaveDataPath": data_path_in_worker,
"dvcVersion": version,
"dependence": {},
"conditionResult": {"successNode": [""], "failedNode": [""]},
"waitStartTimeout": {},
},
"flag": "YES",
"taskPriority": "MEDIUM",
"workerGroup": "default",
"environmentCode": None,
"failRetryTimes": 0,
"failRetryInterval": 1,
"timeoutFlag": "CLOSE",
"timeoutNotifyStrategy": None,
"timeout": 0,
}
with patch(
"pydolphinscheduler.core.task.Task.gen_code_and_version",
return_value=(code, version),
):
dvc_download = DVCDownload(
name,
repository=repository,
data_path_in_dvc_repository=data_path_in_dvc_repository,
data_path_in_worker=data_path_in_worker,
version=version,
)
assert dvc_download.get_define() == expect